====== Perplexity statistics ====== Mean PPL(Q) : 25.241862 ± 0.238190 Mean PPL(base) : 22.656280 ± 0.216110 Cor(ln(PPL(Q)), ln(PPL(base))): 96.17% Mean ln(PPL(Q)/PPL(base)) : 0.108067 ± 0.002627 Mean PPL(Q)/PPL(base) : 1.114122 ± 0.002927 Mean PPL(Q)-PPL(base) : 2.585582 ± 0.066553 ====== KL divergence statistics ====== Mean KLD: 0.310675 ± 0.000978 Maximum KLD: 13.193255 99.9% KLD: 3.235092 99.0% KLD: 1.749219 99.0% KLD: 1.749219 Median KLD: 0.202102 10.0% KLD: 0.005881 5.0% KLD: 0.001288 1.0% KLD: 0.000092 Minimum KLD: -0.000012 ====== Token probability statistics ====== Mean Δp: -2.612 ± 0.035 % Maximum Δp: 98.812% 99.9% Δp: 61.048% 99.0% Δp: 34.086% 95.0% Δp: 14.732% 90.0% Δp: 6.759% 75.0% Δp: 0.325% Median Δp: -0.077% 25.0% Δp: -3.968% 10.0% Δp: -16.600% 5.0% Δp: -27.404% 1.0% Δp: -51.971% 0.1% Δp: -79.416% Minimum Δp: -99.470% RMS Δp : 13.592 ± 0.056 % Same top p: 74.228 ± 0.113 %